Data Centers

Fusion of Active and Passive Sensors for Fast 3D Capture

Date Added: Aug 2010
Format: PDF

The author envision a conference room of the future where depth sensing systems are able to capture the 3D position and pose of users, and enable users to interact with digital media and contents being shown on immersive displays. The key technical barrier is that current depth sensing systems are noisy, inaccurate, and unreliable. It is well understood that passive stereo fails in non-textured, featureless portions of a scene. Active sensors on the other hand are more accurate in these regions and tend to be noisy in highly textured regions. The author proposes a way to synergistically combine the two to create a state-of-the-art depth sensing system which runs in near real time.